Image alignment is one of the most important tasks in computer vision. In this paper, we explicitly model spatial illumination variations by low-order polynomial functions in an energy minimization framework. Data constraints for the alignment and illumination parameters are derived from the first-order Taylor approximation of a generalized brightness assumption. We formulate the parameter esti...
